Kai-Jun Ren

Most-cited papers

Deep Learning-Based Weather Prediction: A Survey
Xiao-Li Ren, Xiaoyong Li, Kai-Jun Ren, Jun-Qiang Song +3 more
2021Big Data Research247 citations
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Deep learning in statistical downscaling for deriving high spatial resolution gridded meteorological data: A systematic review
Yong-Jian Sun, Kefeng Deng, Kai-Jun Ren, Jia Liu +2 more
2024Isprs Journal of Photogrammetry and Remote Sensing135 citations Open access
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XiHe: A Data-Driven Model for Global Ocean Eddy-Resolving Forecasting
Xiang Wang, Ren-Zhi Wang, Ning Hu, Pin-Qiang Wang +15 more
202483 citations
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An attention-based multi-scale convolution network for intelligent underwater acoustic signal recognition
Aolong Zhou, Xiao-Yong Li, Wenpeng Zhang, Cheng-Wu Zhao +3 more
2023Ocean Engineering51 citations Open access
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LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting
Da-Wei Li, Kefeng Deng, Di Zhang, Yu-Di Liu +4 more
2023IEEE Transactions on Geoscience and Remote Sensing36 citations
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A Space-Time Partial Differential Equation Based Physics-Guided Neural Network for Sea Surface Temperature Prediction
Tai-Kang Yuan, Jun-Xing Zhu, Wu-Xin Wang, Jingze Lu +3 more
2023Remote Sensing34 citations Open access
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A Novel Cross-Attention Fusion-Based Joint Training Framework for Robust Underwater Acoustic Signal Recognition
Aolong Zhou, Xiao-Yong Li, Wen Zhang, Da-Wei Li +3 more
2023IEEE Transactions on Geoscience and Remote Sensing30 citations
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High-Performance Time-Series Quantitative Retrieval From Satellite Images on a GPU Cluster
Jia Liu, Yong Xue, Kai-Jun Ren, Jun-Qiang Song +2 more
2019IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing28 citations
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Transfer Learning with Convolutional Neural Networks for SAR Ship Recognition
Di Zhang, Jia Liu, Wang Heng, Kai-Jun Ren +1 more
201828 citations Open access
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A Data and Task Co-Scheduling Algorithm for Scientific Cloud Workflows
Kefeng Deng, Kai-Jun Ren, Min Zhu, Jun-Qiang Song
2020IEEE Transactions on Cloud Computing25 citations
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A high‐order vertical discretization method for a semi‐implicit mass‐based non‐hydrostatic kernel
Jin-Hui Yang, Jun-Qiang Song, Jian-Ping Wu, Kai-Jun Ren +1 more
201523 citations
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A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron
Lilan Huang, H. Leng, Xiaoyong Li, Kai-Jun Ren +2 more
2021Big Data Research22 citations
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SAR and ASCAT Tropical Cyclone Wind Speed Reconciliation
Wei-Cheng Ni, A. Stoffelen, Kai-Jun Ren, Xiaofeng Yang +1 more
2022Remote Sensing21 citations Open access
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Local nonlinear dimensionality reduction via preserving the geometric structure of data
Xiang Wang, Jun-Xing Zhu, Zichen Xu, Kai-Jun Ren +2 more
2023Pattern Recognition18 citations
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Parametric Model for Eddies‐Induced Sound Speed Anomaly in Five Active Mesoscale Eddy Regions
Wen Chen, Yong-Chui Zhang, Yuyao Liu, Li-Na Ma +3 more
2022Journal of Geophysical Research - Oceans18 citations
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A Spatial Downscaling Approach for WindSat Satellite Sea Surface Wind Based on Generative Adversarial Networks and Dual Learning Scheme
Jia Liu, Yong-Jian Sun, Kai-Jun Ren, Yan-Lai Zhao +2 more
2022Remote Sensing16 citations Open access
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Self-attention UNet Model for Radar Based Precipitation Nowcasting
Tengfei Nie, Kefeng Deng, Chengcheng Shao, Cheng-Wu Zhao +2 more
2021International Conference on Data Science in Cyberspace16 citations
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Spherical multigrid neural operator for improving autoregressive global weather forecasting
Yifan Hu, Fukang Yin, Wei-Min Zhang, Kai-Jun Ren +3 more
2025Scientific Reports15 citations Open access
Semantic Scholar
MMSE: A Multi-Model Stacking Ensemble Learning Algorithm for Purchase Prediction
Aolong Zhou, Kai-Jun Ren, Xiaoyong Li, Wen Zhang
2019IEEE Joint International Information Technology and Artificial Intelligence Conference14 citations
Semantic Scholar
A More Accurate Field-to-Field Method towards the Wind Retrieval of HY-2B Scatterometer
Xin-Jie Shi, B. Duan, Kai-Jun Ren
2021Remote Sensing13 citations Open access
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Hurricane eye morphology extraction from SAR images by texture analysis
Wei-Cheng Ni, A. Stoffelen, Kai-Jun Ren
2021Frontiers in Earth Science13 citations
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A closer look at batch size in mini-batch training of deep auto-encoders
Heng Wang, Kai-Jun Ren, Jun-Qiang Song
20172017 3rd IEEE International Conference on Computer and Communications (ICCC)12 citations
Semantic Scholar
Quality Assessment of Sea Surface Salinity from Multiple Ocean Reanalysis Products
Haodi Wang, Ziqi You, Hailong Guo, Wen Zhang +2 more
2022Journal of Marine Science and Engineering11 citations Open access
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Tropical Cyclone Intensity Estimation From Spaceborne Microwave Scatterometry and Parametric Wind Models
Wei-Cheng Ni, A. Stoffelen, Kai-Jun Ren, Xiaofeng Yang
2022IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing11 citations Open access
Semantic Scholar
A Novel Sea Surface Roughness Parameterization Based on Wave State and Sea Foam
Di-Fu Sun, Jun-Qiang Song, Xiaoyong Li, Kai-Jun Ren +1 more
2021Journal of Marine Science and Engineering11 citations Open access
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A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds
Shujin Cao, Kefeng Deng, Kai-Jun Ren, Xiaoyong Li +2 more
20192019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)11 citations
Semantic Scholar
A dynamic resource allocation and task scheduling strategy with uncertain task runtime on IaaS clouds
Shaowei Liu, Kai-Jun Ren, Kefeng Deng, Jun-Qiang Song
2016International Conference on Information and Software Technologies11 citations
Semantic Scholar
Observation of a mesoscale warm eddy impacts acoustic propagation in the slope of the South China Sea
Wen Chen, Yong-Chui Zhang, Yuyao Liu, Yan-Qun Wu +2 more
2022Frontiers in Marine Science9 citations Open access
Semantic Scholar
From reanalysis to satellite observations: gap-filling with imbalanced learning
Jingze Lu, Kai-Jun Ren, Xiaoyong Li, Yan-Lai Zhao +2 more
2021GeoInformatica9 citations
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High-Performance Object Detection for Optical Remote Sensing Images with Lightweight Convolutional Neural Networks
Jia Liu, Ren Liu, Kai-Jun Ren, Xiaoyong Li +2 more
20202020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)9 citations
Semantic Scholar
Semantic-based discovery method for high-performance computing resources in cyber-physical systems
Aolong Zhou, Kai-Jun Ren, Xiaoyong Li, Wen Zhang +2 more
2020Microprocessors and microsystems9 citations
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Reconstruction of the Sound Speed Profile in Typical Sea Areas Based on the Single Empirical Orthogonal Function Regression Method
Wen Chen, Kai-Jun Ren, Yong-Chui Zhang, Yuyao Liu +3 more
2023Journal of Marine Science and Engineering8 citations Open access
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Underwater acoustic source separation with deep Bi-LSTM networks
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kai-Jun Ren +1 more
20212021 4th International Conference on Information Communication and Signal Processing (ICICSP)8 citations
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Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems
Xiangyuan Sun, Xiaoyong Li, Kai-Jun Ren, Jun-Qiang Song +2 more
2019Journal of systems architecture8 citations
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Disrupting Terrorist Networks Based on Link Prediction: A Case Study of the 9–11 Hijackers Network
Zhendong Su, Kai-Jun Ren, Ruoyun Zhang, Suo-Yi Tan
2019IEEE Access8 citations Open access
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Parallelizing uncertain skyline computation against n‐of‐N data streaming model
Jun Liu, Xiaoyong Li, Kai-Jun Ren, Jun-Qiang Song
2018Concurrency and Computation8 citations
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Tropical Cyclone Wind Direction Retrieval From Dual-Polarized SAR Imagery Using Histogram of Oriented Gradients and Hann Window Function
Wei-Cheng Ni, A. Stoffelen, Kai-Jun Ren
2023IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing7 citations Open access
Semantic Scholar
F2F-NN: A Field-to-Field Wind Speed Retrieval Method of Microwave Radiometer Data Based on Deep Learning
Xinjie Shi, B. Duan, Kai-Jun Ren
2022Remote Sensing7 citations Open access
Semantic Scholar
ConvLSTM-CRF: Sea Ice Concentration Prediction with ConvLSTM and Conditional Random Fields
Hui Zhang, Xiaoyong Li, Kai-Jun Ren, Xiao-Li Ren +2 more
2022IEEE International Conference on Systems, Man and Cybernetics6 citations
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Efficient skyline computation over distributed interval data
Xiaoyong Li, Kai-Jun Ren, Xiaoling Li, Jie-Bing Yu
2017Concurrency and Computation6 citations
Semantic Scholar
Privacy-Preserving Detection of Statically Mutually Exclusive Roles Constraints Violation in Interoperable Role-Based Access Control
Meng Liu, Xu-Yun Zhang, Chi Yang, Shaoning Pang +2 more
20172017 IEEE Trustcom/BigDataSE/ICESS6 citations
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A task backfill based scientific workflow scheduling strategy on cloud platform
Shaowei Liu, Kai-Jun Ren, Kefeng Deng, Jun-Qiang Song
2016International Conference on Information and Software Technologies6 citations
Semantic Scholar
Neural Network Driven by Space-time Partial Differential Equation for Predicting Sea Surface Temperature
Tai-Kang Yuan, Jun-Xing Zhu, Kai-Jun Ren, Wu-Xin Wang +2 more
2022Industrial Conference on Data Mining5 citations
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An Improved Asymmetric Hurricane Parametric Model Based on Cross-Polarization SAR Observations
Sheng Wang, Xiaofeng Yang, Hai-Yan Li, Kai-Jun Ren +3 more
2021IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing5 citations Open access
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A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks
Xiang Wang, Xiaoyong Li, Junxing Zhu, Zichen Xu +4 more
2021International Conference on Database Systems for Advanced Applications5 citations Open access
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Privacy-preserving matrix product based static mutual exclusive roles constraints violation detection in interoperable role-based access control
Meng Liu, Yun Luo, Chi Yang, Shaoning Pang +3 more
2020Future generations computer systems5 citations
Semantic Scholar
Building Quick Resource Index List Using WordNet and High-Performance Computing Resource Ontology towards Efficient Resource Discovery
Aolong Zhou, Kai-Jun Ren, Xiaoyong Li, Wen Zhang +1 more
20192019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)5 citations
Semantic Scholar
Chinese sentence based lexical similarity measure for artificial intelligence chatbot
Wen Zhang, Heng Wang, Kai-Jun Ren, Jun-Qiang Song
2016European Conference on Artificial Intelligence5 citations
Semantic Scholar
DAG Scheduling for Heterogeneous Systems Using Biogeography-Based Optimization
Kefeng Deng, Kai-Jun Ren, Shaowei Liu, Jun-Qiang Song
2015International Conference on Parallel and Distributed Systems5 citations
Semantic Scholar
A scheme using finite‐volume method for local horizontal derivatives in spectral model: Hydrostatic case
Jin-Hui Yang, Jian-Ping Wu, Jun-Qiang Song, Jun Peng +3 more
2023Quarterly Journal of the Royal Meteorological Society4 citations
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